Pequignot, Yann

1. A Layer Selection Approach to Test Time Adaptation
   2024/04/04 by Sahoo, Sabyasachi, ElAraby, Mostafa, Ngnawe, Jonas +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers
   2024/06/26 by Ngnawé, Jonas, Sahoo, Sabyasachi, Pequignot, Yann +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Understanding Interventional TreeSHAP : How and Why it Works
   2022/09/29 by Laberge, Gabriel, Pequignot, Yann · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. GROOD: GRadient-Aware Out-of-Distribution Detection
   2023/12/22 by Mostafa ElAraby, Sabyasachi Sahoo, ElAraby, Mostafa +7 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Efficiency vs. Alignment: Investigating Safety and Fairness Risks in Parameter-Efficient Fine-Tuning of LLMs
   2025/11/01 by Taraghi, Mina, Pequignot, Yann, Nikanjam, Amin +2 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)